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20162025
most citedEdge-aware Bidirectional Diffusion for Dense Depth Estimation from Light Fields

20 citations · 43 across the 18 of their papers we have counts for

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cs.CV2023

'Tax-free' 3DMM Conditional Face Generation

Yiwen Huang, Zhiqiu Yu, Xinjie Yi +2

3DMM conditioned face generation has gained traction due to its well-defined controllability; however, the trade-off is lower sample quality: Previous works such as DiscoFaceGAN an…

cs.CV20228 cited

FloatingFusion: Depth from ToF and Image-stabilized Stereo Cameras

Andreas Meuleman, Hakyeong Kim, James Tompkin +1

High-accuracy per-pixel depth is vital for computational photography, so smartphones now have multimodal camera systems with time-of-flight (ToF) depth sensors and multiple color c…

cs.CV202120 cited

Edge-aware Bidirectional Diffusion for Dense Depth Estimation from Light Fields

Numair Khan, Min H. Kim, James Tompkin

We present an algorithm to estimate fast and accurate depth maps from light fields via a sparse set of depth edges and gradients. Our proposed approach is based around the idea tha…

cs.CV2021

Differentiable Diffusion for Dense Depth Estimation from Multi-view Images

Numair Khan, Min H. Kim, James Tompkin

We present a method to estimate dense depth by optimizing a sparse set of points such that their diffusion into a depth map minimizes a multi-view reprojection error from RGB super…

cs.CV20212 cited

GaussiGAN: Controllable Image Synthesis with 3D Gaussians from Unposed Silhouettes

Youssef A. Mejjati, Isa Milefchik, Aaron Gokaslan +3

We present an algorithm that learns a coarse 3D representation of objects from unposed multi-view 2D mask supervision, then uses it to generate detailed mask and image texture. In…

cs.CV20201 cited

Shape From Tracing: Towards Reconstructing 3D Object Geometry and SVBRDF Material from Images via Differentiable Path Tracing

Purvi Goel, Loudon Cohen, James Guesman +3

Reconstructing object geometry and material from multiple views typically requires optimization. Differentiable path tracing is an appealing framework as it can reproduce complex a…